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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

MemeWeaver: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection EACL 2026 Mem-MLP: Real-Time 3D Human Motion Generation from Sparse Inputs WACV 2026 Memoire: Learning User Personas from Gallery Tags for Personalized Photo Curation WACV 2026 Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026 Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data ACL 2026 Memory-Augmented Representation for Efficient Event-based Visuomotor Policy Learning with Adaptive Perception and Control WACV 2026 MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging AAAI 2026 Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026 MetaEval: Measuring the Discrimination of Benchmarks for Efficient LLM Evaluation AAAI 2026 MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts EACL 2026 Meta-YOLO: Metadata-Guided Real-Time Object Detector in Aerial Imagery WACV 2026 METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes AAAI 2026 MF-Speech: Achieving Fine-Grained and Compositional Control in Speech Generation via Factor Disentanglement AAAI 2026 MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video AAAI 2026 MHopReg: Efficient Hierarchical Multi-Hop Graph Search for Point Cloud Registration CVPR 2026 MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026 MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 Mimic-X: A Large-Scale Motion Dataset via Fast Physics-Based Controller Adaptation AAAI 2026 MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution Shift SemEval 2026 Minimax density estimation in the adversarial framework under local differential privacy JMLR 2026 Minimax Limits of k-Fold Cross-Validation via Majority COLT 2026 Minimum-Length Conformal Prediction Sets for Ordinal Classification AAAI 2026 MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection AAAI 2026 Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared CVPR 2026 Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026